The Daily Index — Friday, June 2, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

LANCE

Lance is a modern data format for machine learning. It provides faster random access, a vector index, data versioning, and more. Lance is compatible with pandas, duckdb, polars, and pyarrow. It can be used for building search engines and feature stores, large-scale ML training, and storing, querying, and inspecting deeply nested data.

github.com

TLDR · Tool

KO

ko makes building Go container images easy, fast, and secure.

ko.build

TLDR AI · GitHub repository

AUTONOMOUS DRIVING WITH MULTI-CAMERA UNIFIED PRE-TRAINING

This research introduces 'Occ-BEV', a new pre-training method for autonomous driving that focuses on making better use of multiple camera views, rather than just one, thus capturing a more accurate understanding of the surrounding environment. The technique uses a unique 3D decoder to predict the 3D geometry of the environment.

github.com

TLDR AI · GitHub repository

GPT4TOOLS: CONTROLLING VISUAL FOUNDATION MODELS

The new GPT4Tools system can manage multiple visual foundation models by analyzing language content, allowing it to automatically decide, control, and use different models based on the user's needs during a conversation. Uniquely, it enables users to teach their own language model how to use tools more effectively using a simple self-instruction and LoRA approach, making conversations about image-related tasks much smoother and more efficient.

github.com

TLDR AI · GitHub repository

SMARTGPT

A program that provides LLMs with the ability to complete complex tasks using plugins.

github.com

TLDR AI · GitHub repository

SUPERAGI

Infrastructure to build, manage, and run useful Autonomous AI Agents.

github.com

TLDR Web Dev · GitHub repository

THREESTUDIO

Threestudio is a unified framework for 3D content creation from text prompts, single images, and few-shot images, by lifting 2D text-to-image generation models.

github.com

TLDR Web Dev · Tool

WASP

Wasp is a Rails-like framework for React, Node.js, and Prisma. It features full-stack type safety, a typesafe RPC layer, simple deployment, full-stack authentication, email sending, jobs, and custom API routes. Several examples of apps created using Wasp are available.

wasp-lang.dev